{"id":"W2104247140","doi":"","title":"Microcounselling Supervision: An Innovative Integrated Supervision Model","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Counselling and Psychotherapy","topic":"Knowledge Management in Higher Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Interview; Eclecticism; Session (web analytics); Psychology; Medical education; Applied psychology; Computer science; Sociology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001403851,0.0001513625,0.0001972428,0.0004473013,0.0006074174,0.0002913577,0.0003320479,0.0001270357,0.0001365914],"category_scores_gemma":[0.000003761429,0.0001441761,0.00004691712,0.000732672,0.0002111482,0.0005178191,1.079044e-7,0.0002764203,0.000007967251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001032686,"about_ca_system_score_gemma":0.001165009,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003564612,"about_ca_topic_score_gemma":0.03987167,"domain_scores_codex":[0.9986876,0.0001214017,0.0003922862,0.0001916952,0.000271775,0.00033519],"domain_scores_gemma":[0.9981205,0.00005520305,0.0001650425,0.0001499884,0.001010507,0.0004987406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001507903,0.0001815309,0.0009302272,0.00002962146,0.0001217423,0.00003115093,0.7967289,0.0111861,0.001399443,0.1070919,0.002387616,0.07976096],"study_design_scores_gemma":[0.001189548,0.0002855419,0.0000536063,0.0003437222,0.00002317235,0.00001548807,0.005239448,0.001001854,0.0001703594,0.3549232,0.6363733,0.0003807349],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7866626,0.009511782,0.199306,0.00237142,0.001062701,0.0001785581,0.000005933699,0.00001948919,0.0008815312],"genre_scores_gemma":[0.8722082,0.1191991,0.005711291,0.001353837,0.00079394,0.000003572385,0.000009802221,0.000045053,0.0006752888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7914895,"threshold_uncertainty_score":0.9776481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03488197229945229,"score_gpt":0.3255905924477923,"score_spread":0.29070862014834,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}